E-TRENDS: Enhanced LSTM Trend Forecasting for Equities

By Harris Buchanan, Eric Benhamou

Published 2026-03-15

Everscope rating

1811.6

Relevance to quantitative trading

9 / 10

Implementation complexity

5 / 10

Reproducibility

4 / 5

About this paper

Methodology: E-TRENDS: LSTM-based Trend Difference Forecasting. Problem types: Time Series Forecasting, Regression, Portfolio Optimization, Risk Management.

arXiv:2603.14453 · Paper rankings

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